| { | |
| "name": "zenfro-v4-grammar-of-time", | |
| "description": "cascade-v21 backbone + Grammar of Time (~25%) with horizon/motif productions for 4096→64 forecast skill. Coupled calendars, heavy/SV integrated, TSMixup, prefix pad.", | |
| "min_length": 4096, | |
| "max_length": 4096, | |
| "tr_hi_frac": 0.25, | |
| "tr_exc_lo": 0.4, | |
| "tr_exc_hi": 2.5, | |
| "gr_exc_lo": 0.3, | |
| "gr_exc_hi": 1.5, | |
| "sa_clean_frac": 0.4, | |
| "sa_clean_lo": 0.02, | |
| "sa_clean_hi": 0.12, | |
| "integrated_heavy_frac": 0.15, | |
| "integrated_sv_frac": 0.15, | |
| "got_depth": 3, | |
| "got_mul_frac": 0.35, | |
| "got_splice_cuts": 2, | |
| "got_nest_ratio": 6.0, | |
| "got_causal_lag_frac": 0.08, | |
| "got_horizon_steps": 64, | |
| "got_motif_max": 96, | |
| "artifact_scale": 1.0, | |
| "augment": { | |
| "tsmixup": 0.04, | |
| "pad_prefix": 0.03 | |
| }, | |
| "family_weights": { | |
| "trend_seasonal_ar": 0.10, | |
| "regime_shift": 0.10, | |
| "multiplicative": 0.06, | |
| "ar2": 0.11, | |
| "integrated": 0.09, | |
| "threshold_ar": 0.05, | |
| "chaotic": 0.02, | |
| "spectral_gp": 0.055, | |
| "long_memory": 0.045, | |
| "ou_stochastic_vol": 0.075, | |
| "physical_sensors": 0.01, | |
| "seasonal_counts": 0.015, | |
| "intermittent": 0.01, | |
| "pulse_outlier": 0.01, | |
| "got_compose": 0.065, | |
| "got_splice": 0.045, | |
| "got_nested": 0.04, | |
| "got_causal": 0.03, | |
| "got_horizon": 0.04, | |
| "got_motif": 0.03 | |
| } | |
| } | |